Non-negative matrix factorization for mining big data obtained using four-dimensional scanning transmission electron microscopy
Fumihiko Uesugi, Shogo Koshiya, Jun Kikkawa, Takuro Nagai, Kazutaka Mitsuishi, Koji Kimoto
Topics & Concepts
Scanning transmission electron microscopyNon-negative matrix factorizationDiffractionScanning electron microscopeCharacterization (materials science)Materials scienceTransmission electron microscopyElectron diffractionMatrix (chemical analysis)Yield (engineering)Matrix decompositionFactorizationOpticsPhysicsMathematicsNanotechnologyAlgorithmComposite materialQuantum mechanicsEigenvalues and eigenvectorsMachine Learning in Materials ScienceElectron and X-Ray Spectroscopy TechniquesAdvanced Electron Microscopy Techniques and Applications